(3) We achieve state-of-the-art accuracy on widely-used datasets including Caltech and Citypersons, especially under the challenging setting of R\(_{75}\)  by 8.8% on Citypersons dataset. We incorporate the proposed method into the most popular pedestrian detection algorithms such as CSP and PBM [1]}, and show further performance improvement.
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